About
Contact & Profiles
A5061866513
Research Areas
- Evolution and Genetic Dynamics
- Gene Regulatory Network Analysis
- Protein Structure and Dynamics
- Receptor Mechanisms and Signaling
Beijing Normal University
2022-2023
10.1038/s42256-023-00632-6
article
EN
Nature Machine Intelligence
2023-03-16
Abstract The stochastic reaction network is widely used to model processes in physics, chemistry and biology. However, the size of state space increases exponentially with number species, making it challenging investigate time evolution chemical master equation for network. Here, we propose a machine-learning approach using variational autoregressive solve equation. based on reinforcement learning framework does not require any data simulated prior by another method. Different from...
10.21203/rs.3.rs-2180974/v1
preprint
EN
cc-by
Research Square (Research Square)
2022-11-22
Coming Soon ...